Generalized walks-based centrality measures for complex biological networks

DOI10.1016/j.jtbi.2010.01.014zbMath1406.92239OpenAlexW2071767741WikidataQ51728152 ScholiaQ51728152MaRDI QIDQ1715403

Ernesto Estrada

Publication date: 4 February 2019

Published in: Journal of Theoretical Biology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jtbi.2010.01.014

zbMATH Keywords

matrix functionscomplex networkscentrality indicesprotein-protein interactionssubgraph centrality

Mathematics Subject Classification ID

Applications of graph theory (05C90) Biochemistry, molecular biology (92C40) Systems biology, networks (92C42)

Related Items (10)

Double Gaussianization of graph spectra ⋮ The many facets of the Estrada indices of graphs and networks ⋮ Gaussianization of the spectra of graphs and networks. Theory and applications ⋮ Hyperspherical embedding of graphs and networks in communicability spaces ⋮ Tuned communicability metrics in networks. The case of alternative routes for urban traffic ⋮ A panoramic sketch about the robust stability of time-delay systems and its applications ⋮ Exploring the “Middle Earth” of network spectra via a Gaussian matrix function ⋮ Accounting for the role of long walks on networks via a new matrix function ⋮ Structural importance and evolution: an application to financial transaction networks ⋮ Mittag--Leffler Functions and their Applications in Network Science

Uses Software

• mftoolbox

Cites Work

• Unnamed Item
• Smooth function topological structure descriptors based on graph-spectra
• Exponential integrators for quantum-classical molecular dynamics
• Estimating the Estrada index
• A new status index derived from sociometric analysis
• Network Properties Revealed through Matrix Functions
• Exponential Integrators for Large Systems of Differential Equations
• Functions of Matrices
• A NEW MEASURE OF RANK CORRELATION

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